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Voyage Multimodal 3

Nov 2024
VVoyage Multimodal 3
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$0.12per 1M tokens
79.8MIEB lite
Nov 2024released
33K tokensMax input

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1LCO Embedding Omni 7B502LCO Embedding Omni 3B47.63BidirLM Omni 2.5B Embedding464Ebind Full415Jina Embeddings v5 Omni Small40.5
···
15DNA VL STEER 2B37.216Voyage Multimodal 335.817Blip Itm Base Flickr35.4

Strong at

B
Embeddings & Retrieval#35 of 89

Benchmarks

in Embeddings & Retrieval
JinaVDR · Mean over tasks · multilingual (20 languages)69.5#3
JinaVDR · Mean over task types · multilingual (20 languages)69.5#3
JinaVDR · Document Understanding · multilingual (20 languages)69.5#3
MIEB English · Mean over tasks · multilingual (13 languages)63.6#3
MIEB English · Mean over task types · multilingual (13 languages)63.6#3
MIEB English · Document Understanding · English83.9#36
MIEB English · Zero-shot Classification · English58.2#20
MIEB English · Any-to-any Retrieval · English38.8#8
MIEB English · Visual semantic similarity (English) · multilingual (13 languages)81.8#1
MIEB English · Image Classification · English71.3#29
MIEB English · Compositionality · English43.5#9
MIEB English · Vision Centric QA · English48.6#20
MIEB English · Image Clustering · English82.4#11
MIEB Img · Mean over tasks · multilingual (13 languages)67.3#2
MIEB Img · Mean over task types · multilingual (13 languages)67.3#2
MIEB Img · Image Classification · English71.3#29
MIEB Img · Any-to-any Retrieval · English29.5#34
MIEB Img · Visual semantic similarity (English) · English80.1#2
MIEB Img · Visual semantic similarity (multilingual) · multilingual (13 languages)73.1#6
MIEB Img · Image Clustering · English82.4#11
MIEB lite · Mean over tasks · multilingual (41 languages)59.7#7
MIEB lite · Mean over task types · multilingual (41 languages)59.7#7
MIEB lite · Vision Centric QA · English50.1#28
MIEB lite · Any-to-any Retrieval · English33.2#9
MIEB lite · Document Understanding · English79.8#35
MIEB lite · Zero-shot Classification · English48.6#34
MIEB lite · Compositionality · English35.8#16
MIEB lite · Image Classification · English69.3#28
MIEB lite · Any-to-any Multilingual Retrieval · multilingual (40 languages)49#12
MIEB lite · Image Clustering · English76.6#16
MIEB lite · Visual semantic similarity (English) · English84.2#3
MIEB lite · Visual semantic similarity (multilingual) · multilingual (13 languages)70.4#7
MIEB multilingual · Mean over tasks · multilingual (41 languages)63.8#3
MIEB multilingual · Mean over task types · multilingual (41 languages)63.8#3
MIEB multilingual · Zero-shot Classification · English58.2#20
MIEB multilingual · Image Classification · English71.3#29
MIEB multilingual · Document Understanding · English83.9#36
MIEB multilingual · Any-to-any Retrieval · English38.8#8
MIEB multilingual · Compositionality · English43.5#9
MIEB multilingual · Vision Centric QA · English48.6#20
MIEB multilingual · Visual semantic similarity (English) · multilingual (13 languages)81.8#1
MIEB multilingual · Visual semantic similarity (multilingual) · multilingual (13 languages)70.4#7
MIEB multilingual · Any-to-any Multilingual Retrieval · multilingual (40 languages)58.9#5
MIEB multilingual · Image Clustering · English82.4#11
MTEB Scandinavian v1 · Clustering · multilingual (2 languages)40#49
MTEB Scandinavian v1 · Classification · multilingual (6 languages)58.3#48
MTEB Scandinavian v1 · Bitext Mining · multilingual (3 languages)65.5#86
ViDoRe v1&v2 · Mean over tasks · multilingual (4 languages)75.7#36

FAQ

How much does Voyage Multimodal 3 cost?›

$0.12 per 1M tokens.

Is Voyage Multimodal 3 free to use?›

There is no free API; it costs $0.12 per 1M tokens.

How good is Voyage Multimodal 3, and what is it best at?›

#35 of 89 in Multimodal.

Is Voyage Multimodal 3 better than DNA VL STEER 2B?›

On MIEB lite · Compositionality · English, Voyage Multimodal 3 scores 35.8 vs 37.2 — lower.

When was Voyage Multimodal 3 released? Is there a newer version?›

Released 2024-11-10. It is the current version in its line.

Is Voyage Multimodal 3 open source?›

No, Voyage Multimodal 3 is a closed model available through an API. The closest open-weights option here is LCO Embedding Omni 7B.

What is Voyage Multimodal 3?›

Voyage Multimodal 3 is a closed embeddings & retrieval model from Voyage AI (MongoDB), released Nov 2024.

What are the best alternatives to Voyage Multimodal 3?›

Jina Embeddings v5 Omni Small (cheaper), EmbeddingGemma 2 (better), LCO Embedding Omni 7B (open weights).